Valliappa Lakshmanan – författare
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29 produkter
Machine Learning Design Patterns
Solutions to Common Challenges in Data Preparation, Model Building, and MLOps
Häftad, 2020
511 kr
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The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors, three Google engineers, catalog proven methods to help data scientists tackle common problems throughout the ML process. These design patterns codify the experience of …
Practical Machine Learning for Computer Vision
End-to-End Machine Learning for Images
Av Ryan Gillard, Martin Gorner m. fl.
E-bok, 2021
645 kr
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This practical book shows you how to employ machine learning models to extract information from images. ML engineers and data scientists will learn how to solve a variety of image problems including classification, object detection, autoencoders, image generation, counting, and captioning with …
Practical Machine Learning for Computer Vision
Av Ryan Gillard, Martin Gorner m. fl.
E-bok, 2021
755 kr
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This practical book shows you how to employ machine learning models to extract information from images. ML engineers and data scientists will learn how to solve a variety of image problems including classification, object detection, autoencoders, image generation, counting, and captioning with …
Practical Machine Learning for Computer Vision
End-to-End Machine Learning for Images
Av Valliappa Lakshmanan, Martin Goerner m. fl.
Häftad, 2021
694 kr
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This practical book shows you how to employ machine learning models to extract information from images. ML engineers and data scientists will learn how to solve a variety of image problems including classification, object detection, autoencoders, image generation, counting, and captioning with …
Machine Learning Design Patterns
Av Michael Munn, Sara Robinson m. fl.
E-bok, 2020
645 kr
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The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors, three Google engineers, catalog proven methods to help data scientists tackle common problems throughout the ML process. These design patterns codify the experience of …
Machine Learning Design Patterns
Av Michael Munn, Sara Robinson m. fl.
E-bok, 2020
645 kr
Lägg i varukorg
The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors, three Google engineers, catalog proven methods to help data scientists tackle common problems throughout the ML process. These design patterns codify the experience of …
Data Science on the Google Cloud Platform
Implementing End-to-End Real-Time Data Pipelines: From Ingest to Machine Learning
E-bok, 2022
755 kr
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Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build using Google Cloud Platform (GCP). This hands-on guide shows data engineers and data scientists how to implement an end-to-end data pipeline with cloud native tools on GCP. …
Data Science on the Google Cloud Platform
E-bok, 2022
755 kr
Lägg i varukorg
Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build using Google Cloud Platform (GCP). This hands-on guide shows data engineers and data scientists how to implement an end-to-end data pipeline with cloud native tools on GCP. …
Data Science on the Google Cloud Platform
Implementing End-to-End Real-Time Data Pipelines: From Ingest to Machine Learning
Häftad, 2022
618 kr
Lägg i varukorg
Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build using Google Cloud Platform (GCP). This hands-on guide shows data engineers and data scientists how to implement an end-to-end data pipeline with cloud native tools on …
Architecting Data and Machine Learning Platforms
Enable Analytics and AI-Driven Innovation in the Cloud
Av Firat Tekiner, Valliappa Lakshmanan m. fl.
E-bok, 2023
694 kr
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All cloud architects need to know how to build data platforms that enable businesses to make data-driven decisions and deliver enterprise-wide intelligence in a fast and efficient way. This handbook shows you how to design, build, and modernize cloud native data and machine learning platforms using …
Architecting Data and Machine Learning Platforms
Av Firat Tekiner, Valliappa Lakshmanan m. fl.
E-bok, 2023
716 kr
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All cloud architects need to know how to build data platforms that enable businesses to make data-driven decisions and deliver enterprise-wide intelligence in a fast and efficient way. This handbook shows you how to design, build, and modernize cloud native data and machine learning platforms using …
Architecting Data and Machine Learning Platforms
Enable Analytics and Ai-Driven Innovation in the Cloud
Av Marco Tranquillin, Valliappa Lakshmanan m. fl.
Häftad, 2024
511 kr
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All cloud architects need to know how to build data platforms-the key to enabling businesses with data and delivering enterprise-wide intelligence in a fast and efficient way. This handbook is ideal for learning how to design, build, and modernize cloud native data and machine learning platforms …
Visualizing Generative AI
How AI Paints, Writes, and Assists
Av Priyanka Vergadia, Valliappa Lakshmanan
Häftad, 2025
282 kr
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Generative AI has the potential to innovate and evolve business processes, but workers are still figuring out how to build with, optimize, and prompt GenAI tools to fit their needs. And of course, there are pitfalls to avoid, like security risks and hallucinations. Getting it right requires an …
Google BigQuery: The Definitive Guide
Data Warehousing, Analytics, and Machine Learning at Scale
Av Jordan Tigani, Valliappa Lakshmanan
E-bok, 2019
645 kr
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Work with petabyte-scale datasets while building a collaborative, agile workplace in the process. This practical book is the canonical reference to Google BigQuery, the query engine that lets you conduct interactive analysis of large datasets. BigQuery enables enterprises to efficiently store, …
Google BigQuery: The Definitive Guide
Data Warehousing, Analytics, and Machine Learning at Scale
Av Jordan Tigani, Valliappa Lakshmanan
E-bok, 2019
645 kr
Lägg i varukorg
Work with petabyte-scale datasets while building a collaborative, agile workplace in the process. This practical book is the canonical reference to Google BigQuery, the query engine that lets you conduct interactive analysis of large datasets. BigQuery enables enterprises to efficiently store, …
Google BigQuery: The Definitive Guide
Data Warehousing, Analytics, and Machine Learning at Scale
Av Valliappa Lakshmanan, Jordan Tigani
Häftad, 2019
511 kr
Lägg i varukorg
Work with petabyte-scale datasets while building a collaborative, agile workplace in the process. This practical book is the canonical reference to Google BigQuery, the query engine that lets you conduct interactive analysis of large datasets. BigQuery enables enterprises to efficiently store, …
Data Governance: The Definitive Guide
Av Jessi Ashdown, Anita Kibunguchy-Grant m. fl.
E-bok, 2021
739 kr
Lägg i varukorg
As you move data to the cloud, you need to consider a comprehensive approach to data governance, along with well-defined and agreed-upon policies to ensure your organization meets compliance requirements. Data governance incorporates the ways people, processes, and technology work together to …
Data Governance: The Definitive Guide
Av Jessi Ashdown, Anita Kibunguchy-Grant m. fl.
E-bok, 2021
732 kr
Lägg i varukorg
As you move data to the cloud, you need to consider a comprehensive approach to data governance, along with well-defined and agreed-upon policies to ensure your organization meets compliance requirements. Data governance incorporates the ways people, processes, and technology work together to …
Data Governance: The Definitive Guide
People, Processes, and Tools to Operationalize Data Trustworthiness
Av Evren Eryurek, Uri Gilad m. fl.
Häftad, 2021
618 kr
Lägg i varukorg
As you move data to the cloud, you need to consider a comprehensive approach to data governance, along with well-defined and agreed-upon policies to ensure your organization meets compliance requirements. Data governance incorporates the ways people, processes, and technology work together to …
Machine Learning and Data Mining Approaches to Climate Science
Proceedings of the 4th International Workshop on Climate Informatics
Av Valliappa Lakshmanan, Eric Gilleland m. fl.
Inbunden, 2015
1636 kr
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This book presents innovative work in Climate Informatics, a new field that reflects the application of data mining methods to climate science, and shows where this new and fast growing field is headed. Given its interdisciplinary nature, Climate Informatics offers insights, tools and methods that …
Machine Learning and Data Mining Approaches to Climate Science
Proceedings of the 4th International Workshop on Climate Informatics
Av Martin Tingley, Amy McGovern m. fl.
E-bok, 2015
2049 kr
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This book presents innovative work in Climate Informatics, a new field that reflects the application of data mining methods to climate science, and shows where this new and fast growing field is headed. Given its interdisciplinary nature, Climate Informatics offers insights, tools and methods that …
Machine Learning and Data Mining Approaches to Climate Science
Proceedings of the 4th International Workshop on Climate Informatics
Av Valliappa Lakshmanan, Eric Gilleland m. fl.
Häftad, 2016
1636 kr
Lägg i varukorg
This book presents innovative work in Climate Informatics, a new field that reflects the application of data mining methods to climate science, and shows where this new and fast growing field is headed. Given its interdisciplinary nature, Climate Informatics offers insights, tools and methods that …
Design Patterns für Machine Learning
Av Valliappa Lakshmanan, Sara Robinson m. fl.
Häftad, 2021
538 kr
Lägg i varukorg
Automating the Analysis of Spatial Grids
A Practical Guide to Data Mining Geospatial Images for Human & Environmental Applications
Inbunden, 2012
1636 kr
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The ability to create automated algorithms to process gridded spatial data is increasingly important as remotely sensed datasets increase in volume and frequency. Whether in business, social science, ecology, meteorology or urban planning, the ability to create automated applications to analyze and …
Automating the Analysis of Spatial Grids
A Practical Guide to Data Mining Geospatial Images for Human & Environmental Applications
E-bok, 2012
2111 kr
Lägg i varukorg
The ability to create automated algorithms to process gridded spatial data is increasingly important as remotely sensed datasets increase in volume and frequency. Whether in business, social science, ecology, meteorology or urban planning, the ability to create automated applications to analyze and …
Automating the Analysis of Spatial Grids
A Practical Guide to Data Mining Geospatial Images for Human & Environmental Applications
Häftad, 2016
1636 kr
Lägg i varukorg
The ability to create automated algorithms to process gridded spatial data is increasingly important as remotely sensed datasets increase in volume and frequency. Whether in business, social science, ecology, meteorology or urban planning, the ability to create automated applications to analyze and …
Generative AI Design Patterns
Solutions to Common Challenges When Building GenAI Agents and Applications
Av Hannes Hapke, Valliappa Lakshmanan
E-bok, 2025
858 kr
Lägg i varukorg
Generative AI enables powerful new capabilities, but they come with some serious limitations that you'll have to tackle to ship a reliable application or agent. Luckily, experts in the field have compiled a library of 32 tried-and-true design patterns to address the challenges you're likely to …
Generative AI Design Patterns
Solutions to Common Challenges When Building GenAI Agents and Applications
Av Hannes Hapke, Valliappa Lakshmanan
E-bok, 2025
839 kr
Lägg i varukorg
Generative AI enables powerful new capabilities, but they come with some serious limitations that you'll have to tackle to ship a reliable application or agent. Luckily, experts in the field have compiled a library of 32 tried-and-true design patterns to address the challenges you're likely to …
Generative AI Design Patterns
Solutions to Common Challenges When Building Genai Agents and Applications
Av Valliappa Lakshmanan, Hannes Hapke
Häftad, 2025
618 kr
Lägg i varukorg
Generative AI enables powerful new capabilities, but they come with some serious limitations that you'll have to tackle to ship a reliable application or agent. Luckily, experts in the field have compiled a library of 32 tried-and-true design patterns to address the challenges you're likely to …
